Abstract: Highlights•We propose a new IF knowledge measure and establish its validation.•We propose a new IF accuracy measure based on proposed IF knowledge measure.•We develop and visualize an improved score function for IF sets with its basic properties.•We introduce an IF CoCoSo framework and apply it to multi-criteria decision-making.
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